IDEAS home Printed from https://ideas.repec.org/a/gam/jecomi/v8y2020i4p83-d428164.html
   My bibliography  Save this article

Decomposing Inequality in Household Consumption Expenditure in Malaysia

Author

Listed:
  • Mohsen Ayyash

    (School of Mathematical Sciences, Universiti Sains Malaysia, USM Penang 11800, Malaysia)

  • Siok Kun Sek

    (School of Mathematical Sciences, Universiti Sains Malaysia, USM Penang 11800, Malaysia)

Abstract

This study aims to examine the sources and determinants of consumption expenditure inequality in Malaysia as well as to quantify their proportional contributions to the total explained inequality using the Household Expenditure Survey (HES) data for the year 2014 collected from the Malaysian Department of Statistics (DOSM). The study applies Field’s regression-based decomposition method to the log-linear regression model of per capita monthly consumption expenditure. It is found that the model explains about 55.2% of the variability in the logged monthly consumption expenditure per capita. The findings suggest that the size of households, education of household heads, and regional variations are the major contributing factors to consumption expenditure inequality in Malaysia, with household size being among the highest. Other household head characteristics, including ethnicity, strata, and citizenship, have small contributions to the total explained inequality. However, sex and age of household heads contributed negatively to inequality and have inequality decreasing effects, with a negative impact on inequality. A large percentage of unexplained inequality is not captured by these factors, which may be attributed to either unobserved household attributes or residuals. The results are important for policy implications and should be taken into account in formulating future policies, especially those aiming to reduce inequality among the population and thus improving living standards and well-being.

Suggested Citation

  • Mohsen Ayyash & Siok Kun Sek, 2020. "Decomposing Inequality in Household Consumption Expenditure in Malaysia," Economies, MDPI, vol. 8(4), pages 1-15, October.
  • Handle: RePEc:gam:jecomi:v:8:y:2020:i:4:p:83-:d:428164
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7099/8/4/83/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7099/8/4/83/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bruce D. Meyer & James X. Sullivan, 2003. "Measuring the Well-Being of the Poor Using Income and Consumption," NBER Working Papers 9760, National Bureau of Economic Research, Inc.
    2. François Bourguignon & Francisco Ferreira & Phillippe Leite, 2008. "Beyond Oaxaca–Blinder: Accounting for differences in household income distributions," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(2), pages 117-148, June.
    3. Bruce D. Meyer & James X. Sullivan, 2006. "Consumption, Income, and Material Well-Being After Welfare Reform," NBER Working Papers 11976, National Bureau of Economic Research, Inc.
    4. Guanghua Wan, 2002. "Regression-based Inequality Decomposition: Pitfalls and a Solution Procedure," WIDER Working Paper Series DP2002-101, World Institute for Development Economic Research (UNU-WIDER).
    5. Sabyasachi Tripathi, 2017. "Source of Inequality in Consumption Expenditure in India: A Regression Based Inequality Decomposition Analysis," Journal of Income Distribution, Ad libros publications inc., vol. 25(1), pages 1-34, March.
    6. Janine Berg (ed.), 2015. "Labour Markets, Institutions and Inequality," Books, Edward Elgar Publishing, number 16143.
    7. Shorrocks, Anthony F, 1984. "Inequality Decomposition by Population Subgroups," Econometrica, Econometric Society, vol. 52(6), pages 1369-1385, November.
    8. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    9. Richard Blundell & Luigi Pistaferri & Itay Saporta-Eksten, 2016. "Consumption Inequality and Family Labor Supply," American Economic Review, American Economic Association, vol. 106(2), pages 387-435, February.
    10. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
    11. Mincer, Jacob, 1970. "The Distribution of Labor Incomes: A Survey with Special Reference to the Human Capital Approach," Journal of Economic Literature, American Economic Association, vol. 8(1), pages 1-26, March.
    12. Janneke Pieters, 2011. "Education and Household Inequality Change: A Decomposition Analysis for India," Journal of Development Studies, Taylor & Francis Journals, vol. 47(12), pages 1909-1924.
    13. John C. H. Fei & Gustav Ranis & Shirley W. Y. Kuo, 1978. "Growth and the Family Distribution of Income by Factor Components," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 17-53.
    14. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
    15. Uma Rani & Jaya Krishnakumar & Maurizio Bigotta, 2017. "Accounting for income inequality: empirical evidence from India," Indian Economic Review, Springer, vol. 52(1), pages 193-229, December.
    16. María-Teresa Aceytuno & Celia Sánchez-López & Manuela A. de Paz-Báñez, 2020. "Rising Inequality and Entrepreneurship during Economic Downturn: An Analysis of Opportunity and Necessity Entrepreneurship in Spain," Sustainability, MDPI, vol. 12(11), pages 1-16, June.
    17. Mike Brewer & Liam Wren-Lewis, 2016. "Accounting for Changes in Income Inequality: Decomposition Analyses for the UK, 1978–2008," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(3), pages 289-322, June.
    18. Felix Naschold, 2009. "Microeconomic Determinants of Income Inequality in Rural Pakistan," Journal of Development Studies, Taylor & Francis Journals, vol. 45(5), pages 746-768.
    19. Federico Cingano, 2014. "Trends in Income Inequality and its Impact on Economic Growth," OECD Social, Employment and Migration Working Papers 163, OECD Publishing.
    20. Emmanuel O. Nwosu & Obed Ojonta & Anthony Orji, 2018. "Household consumption expenditure and inequality: evidence from Nigerian data," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 17(3), pages 266-287, June.
    21. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    22. Maurizio Bigotta & Jaya Krishnakumar & Uma Rani, 2015. "Further results on the regression-based approach to inequality decomposition with evidence from India," Empirical Economics, Springer, vol. 48(3), pages 1233-1266, May.
    23. Cowell, Frank A & Jenkins, Stephen P, 1995. "How Much Inequality Can We Explain? A Methodology and an Application to the United States," Economic Journal, Royal Economic Society, vol. 105(429), pages 421-430, March.
    24. David Gray & Jeffrey A. Mills & Sourushe Zandvakili, 2003. "Statistical analysis of inequality with decompositions: the Canadian experience," Empirical Economics, Springer, vol. 28(2), pages 291-302, April.
    25. Jonathan Morduch & Terry Sicular, 2002. "Rethinking Inequality Decomposition, With Evidence from Rural China," Economic Journal, Royal Economic Society, vol. 112(476), pages 93-106, January.
    26. Rani, Uma. & Furrer, Marianne., 2016. "Decomposing income inequality into factor income components : evidence from selected G20 countries," ILO Working Papers 994934893302676, International Labour Organization.
    27. Delin Zhuang & Wai Choi Lee & Tsun Se Cheong & Huaqing Wu & Baoyu Peng, 2019. "Revisiting income inequality in rural China: a decomposition by regression approach," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 24(3), pages 452-467, July.
    28. Pyatt, Graham, 1976. "On the Interpretation and Disaggregation of Gini Coefficients," Economic Journal, Royal Economic Society, vol. 86(342), pages 243-255, June.
    29. Wan, Guanghua, 2004. "Accounting for income inequality in rural China: a regression-based approach," Journal of Comparative Economics, Elsevier, vol. 32(2), pages 348-363, June.
    30. Bruce D. Meyer & James X. Sullivan, 2017. "Consumption and Income Inequality in the U.S. Since the 1960s," NBER Working Papers 23655, National Bureau of Economic Research, Inc.
    31. Graham Pyatt & Chau-nan Chen & John Fei, 1980. "The Distribution of Income by Factor Components," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(3), pages 451-473.
    32. Rani, Uma. & Furrer, Marianne., 2016. "Decomposing income inequality into factor income components evidence from selected G20 countries," ILO Working Papers 994930893002676, International Labour Organization.
    33. Era Dabla-Norris & Kalpana Kochhar & Nujin Suphaphiphat & Franto Ricka & Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality; A Global Perspective," IMF Staff Discussion Notes 15/13, International Monetary Fund.
    34. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    35. Ms. Era Dabla-Norris & Ms. Kalpana Kochhar & Mrs. Nujin Suphaphiphat & Mr. Franto Ricka & Ms. Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality: A Global Perspective," IMF Staff Discussion Notes 2015/013, International Monetary Fund.
    36. Orazio P. Attanasio & Luigi Pistaferri, 2016. "Consumption Inequality," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 3-28, Spring.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sylvanus Gaku, 2022. "Understanding Ghana’s Expenditure Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1463-1480, December.
    2. Kharisma, Bayu & Hasanah, Alfiah & Remi, Sutyastie Soemitro & Zakia, In in Indah, 2021. "The pattern of poor household food consumption: The case of West Java Province," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 21(02), December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Uma Rani & Jaya Krishnakumar & Maurizio Bigotta, 2017. "Accounting for income inequality: empirical evidence from India," Indian Economic Review, Springer, vol. 52(1), pages 193-229, December.
    2. Lwin Lwin Aung & Peter Warr, 2021. "Decomposing changes in inequality: Evidence from Myanmar," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1172-1196, August.
    3. Maurizio Bigotta & Jaya Krishnakumar & Uma Rani, 2015. "Further results on the regression-based approach to inequality decomposition with evidence from India," Empirical Economics, Springer, vol. 48(3), pages 1233-1266, May.
    4. Anton I. Votinov & Samvel S. Lazaryan & Vyacheslav N. Ovchinnikov, 2019. "Regression-Based Decomposition of Income Inequality Factors in Russia," Finansovyj žhurnal — Financial Journal, Financial Research Institute, Moscow 125375, Russia, issue 5, pages 74-89, October.
    5. Sylvanus Gaku, 2022. "Understanding Ghana’s Expenditure Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1463-1480, December.
    6. Kashour, Mohammad, 2023. "A step towards a just transition in the EU: Conclusions of a regression-based energy inequality decomposition," Energy Policy, Elsevier, vol. 183(C).
    7. Hanewald, Katja & Jia, Ruo & Liu, Zining, 2021. "Why is inequality higher among the old? Evidence from China," China Economic Review, Elsevier, vol. 66(C).
    8. Guanghua Wan & Zhangyue Zhou, 2005. "Income Inequality in Rural China: Regression‐based Decomposition Using Household Data," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 107-120, February.
    9. Frank Cowell & Carlo Fiorio, 2011. "Inequality decompositions—a reconciliation," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 509-528, December.
    10. Sabyasachi Tripathi, 2017. "Source of Inequality in Consumption Expenditure in India: A Regression Based Inequality Decomposition Analysis," Journal of Income Distribution, Ad libros publications inc., vol. 25(1), pages 1-34, March.
    11. Simon Jurkatis, "undated". "Dos and Don'ts of Gini Decompositions," BDPEMS Working Papers 2013003, Berlin School of Economics.
    12. Kimhi, Ayal, 2009. "Land Reform and Farm-Household Income Inequality: The Case of Georgia," Discussion Papers 54159, Hebrew University of Jerusalem, Department of Agricultural Economics and Management.
    13. Zelda Okatch & Abu Siddique & Anu Rammohan, 2013. "Determinants of Income Inequality in Botswana," Economics Discussion / Working Papers 13-15, The University of Western Australia, Department of Economics.
    14. Nguyen, Hien & Doan, Tinh & Quang Tran, tuyen, 2017. "Contribution to income inequality by income source: A comparison across ethnic groups in Vietnam," MPRA Paper 88821, University Library of Munich, Germany, revised 18 Jan 2018.
    15. Stéphane Mussard & Michel Terraza, 2009. "Décompositions des mesures d'inégalité : le cas des coefficients de Gini et d'entropie," Recherches économiques de Louvain, De Boeck Université, vol. 75(2), pages 151-181.
    16. Avner Offer, 2017. "The market turn: from social democracy to market liberalism," Economic History Review, Economic History Society, vol. 70(4), pages 1051-1071, November.
    17. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    18. Sebastian Leitner, 2015. "Drivers of wealth inequality in euro area countries," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 137, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    19. Stéphane Mussard, 2005. "On Decomposition of the Gini Index of Equality," Cahiers de recherche 05-09, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    20. Andrea Cutillo & Mauro Scanu, 2020. "A Mixed Approach for Data Fusion of HBS and SILC," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(2), pages 411-437, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jecomi:v:8:y:2020:i:4:p:83-:d:428164. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.